Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 13757 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 17 |
DT_GERACAO has constant value "12/04/2021" | Constant |
HH_GERACAO has constant value "14:31:33" | Constant |
ANO_ELEICAO has constant value "2018" | Constant |
SG_UF has constant value "ES" | Constant |
CD_MUNICIPIO has constant value "56030" | Constant |
NM_MUNICIPIO has constant value "ALEGRE" | Constant |
CD_MUN_SIT_BIOMETRICA has constant value "1" | Constant |
DS_MUN_SIT_BIOMETRICA has constant value "Biométrico" | Constant |
NR_ZONA has constant value "4" | Constant |
NR_SECAO is highly correlated with NR_LOCAL_VOTACAO | High correlation |
NR_LOCAL_VOTACAO is highly correlated with NR_SECAO | High correlation |
QT_ELEITORES_PERFIL is highly correlated with QT_ELEITORES_BIOMETRIA | High correlation |
QT_ELEITORES_BIOMETRIA is highly correlated with QT_ELEITORES_PERFIL | High correlation |
NR_SECAO is highly correlated with NR_LOCAL_VOTACAO | High correlation |
NR_LOCAL_VOTACAO is highly correlated with NR_SECAO | High correlation |
QT_ELEITORES_PERFIL is highly correlated with QT_ELEITORES_BIOMETRIA | High correlation |
QT_ELEITORES_BIOMETRIA is highly correlated with QT_ELEITORES_PERFIL | High correlation |
NR_SECAO is highly correlated with NR_LOCAL_VOTACAO | High correlation |
NR_LOCAL_VOTACAO is highly correlated with NR_SECAO | High correlation |
QT_ELEITORES_PERFIL is highly correlated with QT_ELEITORES_BIOMETRIA | High correlation |
QT_ELEITORES_BIOMETRIA is highly correlated with QT_ELEITORES_PERFIL | High correlation |
DS_GENERO is highly correlated with NR_ZONA and 9 other fields | High correlation |
NR_ZONA is highly correlated with DS_GENERO and 15 other fields | High correlation |
HH_GERACAO is highly correlated with DS_GENERO and 15 other fields | High correlation |
CD_ESTADO_CIVIL is highly correlated with NR_ZONA and 9 other fields | High correlation |
QT_ELEITORES_DEFICIENCIA is highly correlated with NR_ZONA and 8 other fields | High correlation |
DS_MUN_SIT_BIOMETRICA is highly correlated with DS_GENERO and 15 other fields | High correlation |
DT_GERACAO is highly correlated with DS_GENERO and 15 other fields | High correlation |
QT_ELEITORES_INC_NM_SOCIAL is highly correlated with NR_ZONA and 8 other fields | High correlation |
DS_GRAU_ESCOLARIDADE is highly correlated with NR_ZONA and 8 other fields | High correlation |
DS_FAIXA_ETARIA is highly correlated with NR_ZONA and 8 other fields | High correlation |
NM_MUNICIPIO is highly correlated with DS_GENERO and 15 other fields | High correlation |
CD_MUNICIPIO is highly correlated with DS_GENERO and 15 other fields | High correlation |
CD_MUN_SIT_BIOMETRICA is highly correlated with DS_GENERO and 15 other fields | High correlation |
DS_ESTADO_CIVIL is highly correlated with NR_ZONA and 9 other fields | High correlation |
SG_UF is highly correlated with DS_GENERO and 15 other fields | High correlation |
ANO_ELEICAO is highly correlated with DS_GENERO and 15 other fields | High correlation |
CD_GENERO is highly correlated with DS_GENERO and 9 other fields | High correlation |
NR_SECAO is highly correlated with NR_LOCAL_VOTACAO | High correlation |
NR_LOCAL_VOTACAO is highly correlated with NR_SECAO | High correlation |
CD_GENERO is highly correlated with DS_GENERO | High correlation |
DS_GENERO is highly correlated with CD_GENERO | High correlation |
CD_ESTADO_CIVIL is highly correlated with DS_ESTADO_CIVIL and 2 other fields | High correlation |
DS_ESTADO_CIVIL is highly correlated with CD_ESTADO_CIVIL and 2 other fields | High correlation |
CD_FAIXA_ETARIA is highly correlated with CD_ESTADO_CIVIL and 2 other fields | High correlation |
DS_FAIXA_ETARIA is highly correlated with CD_ESTADO_CIVIL and 4 other fields | High correlation |
CD_GRAU_ESCOLARIDADE is highly correlated with DS_FAIXA_ETARIA and 1 other fields | High correlation |
DS_GRAU_ESCOLARIDADE is highly correlated with DS_FAIXA_ETARIA and 1 other fields | High correlation |
QT_ELEITORES_PERFIL is highly correlated with QT_ELEITORES_BIOMETRIA | High correlation |
QT_ELEITORES_BIOMETRIA is highly correlated with QT_ELEITORES_PERFIL | High correlation |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2022-01-28 22:38:05.522989 |
|---|---|
| Analysis finished | 2022-01-28 22:38:23.788827 |
| Duration | 18.27 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 13757 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 700989.5415 |
| Minimum | 535622 |
|---|---|
| Maximum | 843630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 535622 |
|---|---|
| 5-th percentile | 538380.8 |
| Q1 | 625276 |
| median | 708244 |
| Q3 | 778743 |
| 95-th percentile | 841781.2 |
| Maximum | 843630 |
| Range | 308008 |
| Interquartile range (IQR) | 153467 |
Descriptive statistics
| Standard deviation | 94508.46658 |
|---|---|
| Coefficient of variation (CV) | 0.1348215073 |
| Kurtosis | -1.053329303 |
| Mean | 700989.5415 |
| Median Absolute Deviation (MAD) | 80005 |
| Skewness | -0.2041224108 |
| Sum | 9643513122 |
| Variance | 8931850255 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 788479 | 1 | < 0.1% |
| 631617 | 1 | < 0.1% |
| 840511 | 1 | < 0.1% |
| 711486 | 1 | < 0.1% |
| 790184 | 1 | < 0.1% |
| 713529 | 1 | < 0.1% |
| 843067 | 1 | < 0.1% |
| 789300 | 1 | < 0.1% |
| 539442 | 1 | < 0.1% |
| 631601 | 1 | < 0.1% |
| Other values (13747) | 13747 |
| Value | Count | Frequency (%) |
| 535622 | 1 | |
| 535623 | 1 | |
| 535624 | 1 | |
| 535625 | 1 | |
| 535626 | 1 | |
| 535627 | 1 | |
| 535628 | 1 | |
| 535629 | 1 | |
| 535630 | 1 | |
| 535631 | 1 |
| Value | Count | Frequency (%) |
| 843630 | 1 | |
| 843629 | 1 | |
| 843628 | 1 | |
| 843627 | 1 | |
| 843626 | 1 | |
| 843625 | 1 | |
| 843624 | 1 | |
| 843623 | 1 | |
| 843622 | 1 | |
| 843621 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 12/04/2021 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12/04/2021 |
|---|---|
| 2nd row | 12/04/2021 |
| 3rd row | 12/04/2021 |
| 4th row | 12/04/2021 |
| 5th row | 12/04/2021 |
Common Values
| Value | Count | Frequency (%) |
| 12/04/2021 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 12/04/2021 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 14:31:33 |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 14:31:33 |
|---|---|
| 2nd row | 14:31:33 |
| 3rd row | 14:31:33 |
| 4th row | 14:31:33 |
| 5th row | 14:31:33 |
Common Values
| Value | Count | Frequency (%) |
| 14:31:33 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 14:31:33 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 2018 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2018 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| ES |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ES |
|---|---|
| 2nd row | ES |
| 3rd row | ES |
| 4th row | ES |
| 5th row | ES |
Common Values
| Value | Count | Frequency (%) |
| ES | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| es | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 56030 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 56030 |
|---|---|
| 2nd row | 56030 |
| 3rd row | 56030 |
| 4th row | 56030 |
| 5th row | 56030 |
Common Values
| Value | Count | Frequency (%) |
| 56030 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 56030 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| ALEGRE |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ALEGRE |
|---|---|
| 2nd row | ALEGRE |
| 3rd row | ALEGRE |
| 4th row | ALEGRE |
| 5th row | ALEGRE |
Common Values
| Value | Count | Frequency (%) |
| ALEGRE | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| alegre | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| Biométrico |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Biométrico |
|---|---|
| 2nd row | Biométrico |
| 3rd row | Biométrico |
| 4th row | Biométrico |
| 5th row | Biométrico |
Common Values
| Value | Count | Frequency (%) |
| Biométrico | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| biométrico | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 4 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 13757 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 13757 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.84546049 |
| Minimum | 1 |
|---|---|
| Maximum | 158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 20 |
| median | 42 |
| Q3 | 82 |
| 95-th percentile | 120 |
| Maximum | 158 |
| Range | 157 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 38.30116217 |
|---|---|
| Coefficient of variation (CV) | 0.7532857761 |
| Kurtosis | -0.3963880785 |
| Mean | 50.84546049 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.75270788 |
| Sum | 699481 |
| Variance | 1466.979024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 204 | 1.5% |
| 29 | 201 | 1.5% |
| 1 | 201 | 1.5% |
| 15 | 200 | 1.5% |
| 11 | 195 | 1.4% |
| 16 | 194 | 1.4% |
| 14 | 194 | 1.4% |
| 35 | 194 | 1.4% |
| 27 | 193 | 1.4% |
| 25 | 191 | 1.4% |
| Other values (88) | 11790 |
| Value | Count | Frequency (%) |
| 1 | 201 | |
| 2 | 180 | |
| 3 | 177 | |
| 4 | 167 | |
| 5 | 178 | |
| 6 | 174 | |
| 7 | 168 | |
| 8 | 164 | |
| 9 | 165 | |
| 10 | 172 |
| Value | Count | Frequency (%) |
| 158 | 37 | 0.3% |
| 157 | 65 | 0.5% |
| 156 | 68 | 0.5% |
| 155 | 73 | 0.5% |
| 123 | 151 | |
| 122 | 75 | |
| 121 | 150 | |
| 120 | 183 | |
| 119 | 128 | |
| 118 | 113 |
NR_LOCAL_VOTACAO
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 26 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1151.137167 |
| Minimum | 1015 |
|---|---|
| Maximum | 1376 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 1015 |
|---|---|
| 5-th percentile | 1023 |
| Q1 | 1031 |
| median | 1163 |
| Q3 | 1210 |
| 95-th percentile | 1376 |
| Maximum | 1376 |
| Range | 361 |
| Interquartile range (IQR) | 179 |
Descriptive statistics
| Standard deviation | 114.4086545 |
|---|---|
| Coefficient of variation (CV) | 0.09938750814 |
| Kurtosis | -0.7932655531 |
| Mean | 1151.137167 |
| Median Absolute Deviation (MAD) | 105 |
| Skewness | 0.548624409 |
| Sum | 15836194 |
| Variance | 13089.34023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1023 | 1738 | |
| 1031 | 1617 | |
| 1210 | 1288 | |
| 1163 | 1248 | 9.1% |
| 1376 | 1097 | 8.0% |
| 1228 | 839 | 6.1% |
| 1198 | 808 | 5.9% |
| 1058 | 789 | 5.7% |
| 1040 | 650 | 4.7% |
| 1180 | 506 | 3.7% |
| Other values (16) | 3177 |
| Value | Count | Frequency (%) |
| 1015 | 201 | 1.5% |
| 1023 | 1738 | |
| 1031 | 1617 | |
| 1040 | 650 | 4.7% |
| 1058 | 789 | |
| 1066 | 223 | 1.6% |
| 1082 | 276 | 2.0% |
| 1090 | 261 | 1.9% |
| 1104 | 343 | 2.5% |
| 1120 | 149 | 1.1% |
| Value | Count | Frequency (%) |
| 1376 | 1097 | |
| 1368 | 113 | 0.8% |
| 1350 | 65 | 0.5% |
| 1341 | 310 | 2.3% |
| 1333 | 120 | 0.9% |
| 1325 | 357 | 2.6% |
| 1309 | 43 | 0.3% |
| 1295 | 120 | 0.9% |
| 1228 | 839 | |
| 1210 | 1288 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 4 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 7237 | |
| 2 | 6520 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 7237 | |
| 2 | 6520 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| FEMININO | |
|---|---|
| MASCULINO |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.473940539 |
| Min length | 8 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MASCULINO |
|---|---|
| 2nd row | MASCULINO |
| 3rd row | MASCULINO |
| 4th row | MASCULINO |
| 5th row | MASCULINO |
Common Values
| Value | Count | Frequency (%) |
| FEMININO | 7237 | |
| MASCULINO | 6520 |
Length
Pie chart
| Value | Count | Frequency (%) |
| feminino | 7237 | |
| masculino | 6520 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 3 | |
|---|---|
| 1 | |
| 9 | |
| 5 | |
| 7 | 343 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 5940 | |
| 1 | 5295 | |
| 9 | 1167 | 8.5% |
| 5 | 1012 | 7.4% |
| 7 | 343 | 2.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 5940 | |
| 1 | 5295 | |
| 9 | 1167 | 8.5% |
| 5 | 1012 | 7.4% |
| 7 | 343 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| CASADO | |
|---|---|
| SOLTEIRO | |
| DIVORCIADO | |
| VIÚVO | |
| SEPARADO JUDICIALMENTE | 343 |
Length
| Max length | 22 |
|---|---|
| Median length | 6 |
| Mean length | 7.434469725 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SOLTEIRO |
|---|---|
| 2nd row | SOLTEIRO |
| 3rd row | SOLTEIRO |
| 4th row | CASADO |
| 5th row | CASADO |
Common Values
| Value | Count | Frequency (%) |
| CASADO | 5940 | |
| SOLTEIRO | 5295 | |
| DIVORCIADO | 1167 | 8.5% |
| VIÚVO | 1012 | 7.4% |
| SEPARADO JUDICIALMENTE | 343 | 2.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| casado | 5940 | |
| solteiro | 5295 | |
| divorciado | 1167 | 8.3% |
| viúvo | 1012 | 7.2% |
| judicialmente | 343 | 2.4% |
| separado | 343 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4659.85084 |
| Minimum | -3 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 3034 |
| median | 4549 |
| Q3 | 6064 |
| 95-th percentile | 7579 |
| Maximum | 9999 |
| Range | 10002 |
| Interquartile range (IQR) | 3030 |
Descriptive statistics
| Standard deviation | 1820.974502 |
|---|---|
| Coefficient of variation (CV) | 0.3907795687 |
| Kurtosis | -0.774614192 |
| Mean | 4659.85084 |
| Median Absolute Deviation (MAD) | 1515 |
| Skewness | 0.2775821145 |
| Sum | 64105568 |
| Variance | 3315948.135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5054 | 1253 | |
| 3539 | 1244 | |
| 4044 | 1198 | |
| 4549 | 1195 | |
| 3034 | 1182 | |
| 5559 | 1177 | |
| 6064 | 1130 | |
| 2529 | 1075 | |
| 6569 | 900 | 6.5% |
| 2124 | 723 | 5.3% |
| Other values (13) | 2680 |
| Value | Count | Frequency (%) |
| -3 | 2 | < 0.1% |
| 1600 | 45 | 0.3% |
| 1700 | 77 | 0.6% |
| 1800 | 189 | 1.4% |
| 1900 | 241 | 1.8% |
| 2000 | 247 | 1.8% |
| 2124 | 723 | |
| 2529 | 1075 | |
| 3034 | 1182 | |
| 3539 | 1244 |
| Value | Count | Frequency (%) |
| 9999 | 7 | 0.1% |
| 9599 | 21 | 0.2% |
| 9094 | 85 | 0.6% |
| 8589 | 198 | 1.4% |
| 8084 | 344 | 2.5% |
| 7579 | 519 | |
| 7074 | 705 | |
| 6569 | 900 | |
| 6064 | 1130 | |
| 5559 | 1177 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 50 a 54 anos | |
|---|---|
| 35 a 39 anos | |
| 40 a 44 anos | |
| 45 a 49 anos | |
| 30 a 34 anos | |
| Other values (18) |
Length
| Max length | 30 |
|---|---|
| Median length | 30 |
| Mean length | 30 |
| Min length | 30 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 25 a 29 anos |
|---|---|
| 2nd row | 30 a 34 anos |
| 3rd row | 55 a 59 anos |
| 4th row | 45 a 49 anos |
| 5th row | 50 a 54 anos |
Common Values
| Value | Count | Frequency (%) |
| 50 a 54 anos | 1253 | |
| 35 a 39 anos | 1244 | |
| 40 a 44 anos | 1198 | |
| 45 a 49 anos | 1195 | |
| 30 a 34 anos | 1182 | |
| 55 a 59 anos | 1177 | |
| 60 a 64 anos | 1130 | |
| 25 a 29 anos | 1075 | |
| 65 a 69 anos | 900 | 6.5% |
| 21 a 24 anos | 723 | 5.3% |
| Other values (13) | 2680 |
Length
| Value | Count | Frequency (%) |
| anos | 13755 | |
| a | 12949 | |
| 50 | 1253 | 2.3% |
| 54 | 1253 | 2.3% |
| 35 | 1244 | 2.3% |
| 39 | 1244 | 2.3% |
| 40 | 1198 | 2.2% |
| 44 | 1198 | 2.2% |
| 45 | 1195 | 2.2% |
| 49 | 1195 | 2.2% |
| Other values (33) | 16940 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.462237406 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.155715442 |
|---|---|
| Coefficient of variation (CV) | 0.4831019163 |
| Kurtosis | -1.065210637 |
| Mean | 4.462237406 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1136104004 |
| Sum | 61387 |
| Variance | 4.647109068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3471 | |
| 6 | 2635 | |
| 8 | 1749 | |
| 5 | 1454 | |
| 1 | 1412 | |
| 4 | 1309 | 9.5% |
| 2 | 967 | 7.0% |
| 7 | 760 | 5.5% |
| Value | Count | Frequency (%) |
| 1 | 1412 | |
| 2 | 967 | 7.0% |
| 3 | 3471 | |
| 4 | 1309 | 9.5% |
| 5 | 1454 | |
| 6 | 2635 | |
| 7 | 760 | 5.5% |
| 8 | 1749 |
| Value | Count | Frequency (%) |
| 8 | 1749 | |
| 7 | 760 | 5.5% |
| 6 | 2635 | |
| 5 | 1454 | |
| 4 | 1309 | 9.5% |
| 3 | 3471 | |
| 2 | 967 | 7.0% |
| 1 | 1412 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| ENSINO FUNDAMENTAL INCOMPLETO | |
|---|---|
| ENSINO MÉDIO COMPLETO | |
| SUPERIOR COMPLETO | |
| ENSINO MÉDIO INCOMPLETO | |
| ANALFABETO | |
| Other values (3) |
Length
| Max length | 29 |
|---|---|
| Median length | 21 |
| Mean length | 21.42007705 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ENSINO FUNDAMENTAL COMPLETO |
|---|---|
| 2nd row | ENSINO FUNDAMENTAL INCOMPLETO |
| 3rd row | ENSINO FUNDAMENTAL COMPLETO |
| 4th row | LÊ E ESCREVE |
| 5th row | ENSINO MÉDIO COMPLETO |
Common Values
| Value | Count | Frequency (%) |
| ENSINO FUNDAMENTAL INCOMPLETO | 3471 | |
| ENSINO MÉDIO COMPLETO | 2635 | |
| SUPERIOR COMPLETO | 1749 | |
| ENSINO MÉDIO INCOMPLETO | 1454 | |
| ANALFABETO | 1412 | |
| ENSINO FUNDAMENTAL COMPLETO | 1309 | 9.5% |
| LÊ E ESCREVE | 967 | 7.0% |
| SUPERIOR INCOMPLETO | 760 | 5.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ensino | 8869 | |
| completo | 5693 | |
| incompleto | 5685 | |
| fundamental | 4780 | |
| médio | 4089 | |
| superior | 2509 | 7.0% |
| analfabeto | 1412 | 3.9% |
| escreve | 967 | 2.7% |
| e | 967 | 2.7% |
| lê | 967 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
QT_ELEITORES_PERFIL
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.68132587 |
| Minimum | 1 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 26 |
| Range | 25 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.371545798 |
|---|---|
| Coefficient of variation (CV) | 0.8157525093 |
| Kurtosis | 29.36362813 |
| Mean | 1.68132587 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.009163621 |
| Sum | 23130 |
| Variance | 1.881137876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9081 | |
| 2 | 2565 | 18.6% |
| 3 | 990 | 7.2% |
| 4 | 531 | 3.9% |
| 5 | 262 | 1.9% |
| 6 | 137 | 1.0% |
| 7 | 80 | 0.6% |
| 8 | 35 | 0.3% |
| 9 | 32 | 0.2% |
| 10 | 12 | 0.1% |
| Other values (10) | 32 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 9081 | |
| 2 | 2565 | 18.6% |
| 3 | 990 | 7.2% |
| 4 | 531 | 3.9% |
| 5 | 262 | 1.9% |
| 6 | 137 | 1.0% |
| 7 | 80 | 0.6% |
| 8 | 35 | 0.3% |
| 9 | 32 | 0.2% |
| 10 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 6 | |
| 12 | 3 | < 0.1% |
| 11 | 11 |
QT_ELEITORES_BIOMETRIA
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 21 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.676092171 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 46 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 107.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.372227616 |
|---|---|
| Coefficient of variation (CV) | 0.8187065363 |
| Kurtosis | 29.2157202 |
| Mean | 1.676092171 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.988772619 |
| Sum | 23058 |
| Variance | 1.88300863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9046 | |
| 2 | 2559 | 18.6% |
| 3 | 990 | 7.2% |
| 4 | 526 | 3.8% |
| 5 | 264 | 1.9% |
| 6 | 136 | 1.0% |
| 7 | 79 | 0.6% |
| 0 | 46 | 0.3% |
| 8 | 36 | 0.3% |
| 9 | 31 | 0.2% |
| Other values (11) | 44 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.3% |
| 1 | 9046 | |
| 2 | 2559 | 18.6% |
| 3 | 990 | 7.2% |
| 4 | 526 | 3.8% |
| 5 | 264 | 1.9% |
| 6 | 136 | 1.0% |
| 7 | 79 | 0.6% |
| 8 | 36 | 0.3% |
| 9 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 5 | |
| 12 | 4 | < 0.1% |
| 11 | 11 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 0 | |
|---|---|
| 1 | 115 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 115 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 115 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.6 KiB |
| 0 | |
|---|---|
| 1 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13753 | |
| 1 | 4 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 13753 | |
| 1 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | DT_GERACAO | HH_GERACAO | ANO_ELEICAO | SG_UF | CD_MUNICIPIO | NM_MUNICIPIO | CD_MUN_SIT_BIOMETRICA | DS_MUN_SIT_BIOMETRICA | NR_ZONA | NR_SECAO | NR_LOCAL_VOTACAO | CD_GENERO | DS_GENERO | CD_ESTADO_CIVIL | DS_ESTADO_CIVIL | CD_FAIXA_ETARIA | DS_FAIXA_ETARIA | CD_GRAU_ESCOLARIDADE | DS_GRAU_ESCOLARIDADE | QT_ELEITORES_PERFIL | QT_ELEITORES_BIOMETRIA | QT_ELEITORES_DEFICIENCIA | QT_ELEITORES_INC_NM_SOCIAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 535622 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 1 | SOLTEIRO | 2529 | 25 a 29 anos | 4 | ENSINO FUNDAMENTAL COMPLETO | 1 | 1 | 0 | 0 |
| 1 | 535623 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 1 | SOLTEIRO | 3034 | 30 a 34 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
| 2 | 535624 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 1 | SOLTEIRO | 5559 | 55 a 59 anos | 4 | ENSINO FUNDAMENTAL COMPLETO | 2 | 2 | 0 | 0 |
| 3 | 535625 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 3 | CASADO | 4549 | 45 a 49 anos | 2 | LÊ E ESCREVE | 1 | 1 | 0 | 0 |
| 4 | 535626 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 3 | CASADO | 5054 | 50 a 54 anos | 6 | ENSINO MÉDIO COMPLETO | 3 | 3 | 0 | 0 |
| 5 | 535627 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 3 | CASADO | 5054 | 50 a 54 anos | 8 | SUPERIOR COMPLETO | 3 | 3 | 0 | 0 |
| 6 | 535628 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 3 | CASADO | 7579 | 75 a 79 anos | 2 | LÊ E ESCREVE | 1 | 1 | 0 | 0 |
| 7 | 535629 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 5 | VIÚVO | 7074 | 70 a 74 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
| 8 | 535630 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 5 | VIÚVO | 8084 | 80 a 84 anos | 1 | ANALFABETO | 2 | 1 | 1 | 0 |
| 9 | 535631 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 1 | 1015 | 2 | MASCULINO | 5 | VIÚVO | 9094 | 90 a 94 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
Last rows
| df_index | DT_GERACAO | HH_GERACAO | ANO_ELEICAO | SG_UF | CD_MUNICIPIO | NM_MUNICIPIO | CD_MUN_SIT_BIOMETRICA | DS_MUN_SIT_BIOMETRICA | NR_ZONA | NR_SECAO | NR_LOCAL_VOTACAO | CD_GENERO | DS_GENERO | CD_ESTADO_CIVIL | DS_ESTADO_CIVIL | CD_FAIXA_ETARIA | DS_FAIXA_ETARIA | CD_GRAU_ESCOLARIDADE | DS_GRAU_ESCOLARIDADE | QT_ELEITORES_PERFIL | QT_ELEITORES_BIOMETRIA | QT_ELEITORES_DEFICIENCIA | QT_ELEITORES_INC_NM_SOCIAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13747 | 843621 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 2 | MASCULINO | 3 | CASADO | 3034 | 30 a 34 anos | 8 | SUPERIOR COMPLETO | 1 | 1 | 0 | 0 |
| 13748 | 843622 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 2 | MASCULINO | 3 | CASADO | 5559 | 55 a 59 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
| 13749 | 843623 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 1 | SOLTEIRO | 2124 | 21 a 24 anos | 5 | ENSINO MÉDIO INCOMPLETO | 2 | 2 | 0 | 0 |
| 13750 | 843624 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 1 | SOLTEIRO | 3539 | 35 a 39 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
| 13751 | 843625 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 1 | SOLTEIRO | 4044 | 40 a 44 anos | 5 | ENSINO MÉDIO INCOMPLETO | 1 | 1 | 0 | 0 |
| 13752 | 843626 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 1 | SOLTEIRO | 5054 | 50 a 54 anos | 8 | SUPERIOR COMPLETO | 1 | 1 | 0 | 0 |
| 13753 | 843627 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 9 | DIVORCIADO | 5054 | 50 a 54 anos | 3 | ENSINO FUNDAMENTAL INCOMPLETO | 1 | 1 | 0 | 0 |
| 13754 | 843628 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 157 | 1023 | 4 | FEMININO | 9 | DIVORCIADO | 5559 | 55 a 59 anos | 2 | LÊ E ESCREVE | 1 | 1 | 0 | 0 |
| 13755 | 843629 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 158 | 1163 | 2 | MASCULINO | 1 | SOLTEIRO | 1900 | 19 anos | 5 | ENSINO MÉDIO INCOMPLETO | 4 | 4 | 0 | 0 |
| 13756 | 843630 | 12/04/2021 | 14:31:33 | 2018 | ES | 56030 | ALEGRE | 1 | Biométrico | 4 | 158 | 1163 | 2 | MASCULINO | 1 | SOLTEIRO | 1900 | 19 anos | 6 | ENSINO MÉDIO COMPLETO | 2 | 2 | 0 | 0 |